| { | |
| "best_metric": 0.03731473535299301, | |
| "best_model_checkpoint": "doc-topic-model_eval-01_train-04/checkpoint-13000", | |
| "epoch": 6.407097092163627, | |
| "eval_steps": 1000, | |
| "global_step": 13000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.2464268112370626, | |
| "grad_norm": 0.36145079135894775, | |
| "learning_rate": 1.9950714637752587e-05, | |
| "loss": 0.1655, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.4928536224741252, | |
| "grad_norm": 0.3764462471008301, | |
| "learning_rate": 1.990142927550518e-05, | |
| "loss": 0.0934, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.4928536224741252, | |
| "eval_accuracy": 0.981383845685049, | |
| "eval_f1": 0.0, | |
| "eval_loss": 0.09022163599729538, | |
| "eval_precision": 0.0, | |
| "eval_recall": 0.0, | |
| "eval_runtime": 12.1169, | |
| "eval_samples_per_second": 669.315, | |
| "eval_steps_per_second": 2.641, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.7392804337111878, | |
| "grad_norm": 0.3353608548641205, | |
| "learning_rate": 1.9852143913257764e-05, | |
| "loss": 0.0875, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.9857072449482503, | |
| "grad_norm": 0.3118976652622223, | |
| "learning_rate": 1.980285855101035e-05, | |
| "loss": 0.0778, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.9857072449482503, | |
| "eval_accuracy": 0.981383845685049, | |
| "eval_f1": 0.0, | |
| "eval_loss": 0.07012662291526794, | |
| "eval_precision": 0.0, | |
| "eval_recall": 0.0, | |
| "eval_runtime": 12.1219, | |
| "eval_samples_per_second": 669.036, | |
| "eval_steps_per_second": 2.64, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.232134056185313, | |
| "grad_norm": 0.36931222677230835, | |
| "learning_rate": 1.975357318876294e-05, | |
| "loss": 0.0682, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.4785608674223756, | |
| "grad_norm": 0.3769352436065674, | |
| "learning_rate": 1.9704287826515527e-05, | |
| "loss": 0.0618, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.4785608674223756, | |
| "eval_accuracy": 0.9828110605609649, | |
| "eval_f1": 0.1748537215947748, | |
| "eval_loss": 0.05648113414645195, | |
| "eval_precision": 0.8221369161868202, | |
| "eval_recall": 0.09783022459078797, | |
| "eval_runtime": 14.4938, | |
| "eval_samples_per_second": 559.549, | |
| "eval_steps_per_second": 2.208, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.724987678659438, | |
| "grad_norm": 0.3530617356300354, | |
| "learning_rate": 1.9655002464268113e-05, | |
| "loss": 0.0565, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 1.9714144898965007, | |
| "grad_norm": 0.3648615777492523, | |
| "learning_rate": 1.96057171020207e-05, | |
| "loss": 0.0535, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 1.9714144898965007, | |
| "eval_accuracy": 0.9842326062616041, | |
| "eval_f1": 0.33010176431625216, | |
| "eval_loss": 0.04882097616791725, | |
| "eval_precision": 0.7894585253456221, | |
| "eval_recall": 0.2086791016368481, | |
| "eval_runtime": 14.3902, | |
| "eval_samples_per_second": 563.579, | |
| "eval_steps_per_second": 2.224, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.2178413011335634, | |
| "grad_norm": 0.4629921317100525, | |
| "learning_rate": 1.955643173977329e-05, | |
| "loss": 0.0479, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.464268112370626, | |
| "grad_norm": 0.38679325580596924, | |
| "learning_rate": 1.9507146377525875e-05, | |
| "loss": 0.0473, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.464268112370626, | |
| "eval_accuracy": 0.985597460209476, | |
| "eval_f1": 0.4667856018469934, | |
| "eval_loss": 0.04518100246787071, | |
| "eval_precision": 0.7509707918284653, | |
| "eval_recall": 0.33863722877807384, | |
| "eval_runtime": 14.416, | |
| "eval_samples_per_second": 562.568, | |
| "eval_steps_per_second": 2.22, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 2.7106949236076883, | |
| "grad_norm": 0.35379377007484436, | |
| "learning_rate": 1.9457861015278464e-05, | |
| "loss": 0.0442, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 2.957121734844751, | |
| "grad_norm": 0.3872750997543335, | |
| "learning_rate": 1.9408575653031053e-05, | |
| "loss": 0.0436, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 2.957121734844751, | |
| "eval_accuracy": 0.985956035545729, | |
| "eval_f1": 0.49631474609871395, | |
| "eval_loss": 0.042364452034235, | |
| "eval_precision": 0.7467115325787703, | |
| "eval_recall": 0.3716787209744956, | |
| "eval_runtime": 14.5806, | |
| "eval_samples_per_second": 556.218, | |
| "eval_steps_per_second": 2.195, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.2035485460818136, | |
| "grad_norm": 0.4312683939933777, | |
| "learning_rate": 1.9359290290783638e-05, | |
| "loss": 0.0399, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.449975357318876, | |
| "grad_norm": 0.46780943870544434, | |
| "learning_rate": 1.9310004928536227e-05, | |
| "loss": 0.0389, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.449975357318876, | |
| "eval_accuracy": 0.9865116147228482, | |
| "eval_f1": 0.5325868081135504, | |
| "eval_loss": 0.04031926766037941, | |
| "eval_precision": 0.7503459728757266, | |
| "eval_recall": 0.41279025504377614, | |
| "eval_runtime": 14.5279, | |
| "eval_samples_per_second": 558.236, | |
| "eval_steps_per_second": 2.203, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 3.696402168555939, | |
| "grad_norm": 0.3296278417110443, | |
| "learning_rate": 1.9260719566288815e-05, | |
| "loss": 0.0379, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 3.9428289797930014, | |
| "grad_norm": 0.22207264602184296, | |
| "learning_rate": 1.92114342040414e-05, | |
| "loss": 0.0376, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 3.9428289797930014, | |
| "eval_accuracy": 0.9864903553155605, | |
| "eval_f1": 0.5587037037037037, | |
| "eval_loss": 0.03964832052588463, | |
| "eval_precision": 0.712817483756645, | |
| "eval_recall": 0.4593833269889608, | |
| "eval_runtime": 14.4135, | |
| "eval_samples_per_second": 562.668, | |
| "eval_steps_per_second": 2.22, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.189255791030064, | |
| "grad_norm": 0.22761479020118713, | |
| "learning_rate": 1.916214884179399e-05, | |
| "loss": 0.034, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 4.435682602267127, | |
| "grad_norm": 0.4061233699321747, | |
| "learning_rate": 1.9112863479546578e-05, | |
| "loss": 0.0339, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 4.435682602267127, | |
| "eval_accuracy": 0.9867426336153748, | |
| "eval_f1": 0.5582735171892709, | |
| "eval_loss": 0.03883419558405876, | |
| "eval_precision": 0.735107573684865, | |
| "eval_recall": 0.45001903311762464, | |
| "eval_runtime": 14.3737, | |
| "eval_samples_per_second": 564.226, | |
| "eval_steps_per_second": 2.226, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 4.68210941350419, | |
| "grad_norm": 0.31547975540161133, | |
| "learning_rate": 1.9063578117299164e-05, | |
| "loss": 0.0328, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 4.928536224741252, | |
| "grad_norm": 0.307452529668808, | |
| "learning_rate": 1.9014292755051752e-05, | |
| "loss": 0.0337, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 4.928536224741252, | |
| "eval_accuracy": 0.9871139645960004, | |
| "eval_f1": 0.5737059264816204, | |
| "eval_loss": 0.038497649133205414, | |
| "eval_precision": 0.7467350176980349, | |
| "eval_recall": 0.46577845451084887, | |
| "eval_runtime": 14.3777, | |
| "eval_samples_per_second": 564.067, | |
| "eval_steps_per_second": 2.226, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 5.1749630359783145, | |
| "grad_norm": 0.3740977942943573, | |
| "learning_rate": 1.8965007392804338e-05, | |
| "loss": 0.0303, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 5.421389847215377, | |
| "grad_norm": 0.37522149085998535, | |
| "learning_rate": 1.891582060128142e-05, | |
| "loss": 0.0295, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 5.421389847215377, | |
| "eval_accuracy": 0.9871380585909265, | |
| "eval_f1": 0.6012916831422169, | |
| "eval_loss": 0.037736039608716965, | |
| "eval_precision": 0.7108871805526699, | |
| "eval_recall": 0.520974495622383, | |
| "eval_runtime": 14.3748, | |
| "eval_samples_per_second": 564.184, | |
| "eval_steps_per_second": 2.226, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 5.667816658452439, | |
| "grad_norm": 0.3089052736759186, | |
| "learning_rate": 1.886653523903401e-05, | |
| "loss": 0.029, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 5.914243469689502, | |
| "grad_norm": 0.3211393356323242, | |
| "learning_rate": 1.8817249876786596e-05, | |
| "loss": 0.0305, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 5.914243469689502, | |
| "eval_accuracy": 0.9871366412971073, | |
| "eval_f1": 0.5951106352605282, | |
| "eval_loss": 0.03832274675369263, | |
| "eval_precision": 0.7186725568365477, | |
| "eval_recall": 0.5078035782261134, | |
| "eval_runtime": 14.5037, | |
| "eval_samples_per_second": 559.166, | |
| "eval_steps_per_second": 2.206, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 6.160670280926565, | |
| "grad_norm": 0.16942404210567474, | |
| "learning_rate": 1.8767964514539182e-05, | |
| "loss": 0.0275, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 6.407097092163627, | |
| "grad_norm": 0.3766990303993225, | |
| "learning_rate": 1.8718777723016266e-05, | |
| "loss": 0.0254, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 6.407097092163627, | |
| "eval_accuracy": 0.9874257692362204, | |
| "eval_f1": 0.6115246518959628, | |
| "eval_loss": 0.03731473535299301, | |
| "eval_precision": 0.7196743275275688, | |
| "eval_recall": 0.5316330414921964, | |
| "eval_runtime": 14.5546, | |
| "eval_samples_per_second": 557.213, | |
| "eval_steps_per_second": 2.199, | |
| "step": 13000 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 202900, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 1000, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 294847422552900.0, | |
| "train_batch_size": 4, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |